Dataset Versions

v10

2023-02-19 10:09am

Generated on Feb 19, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 96%
4212Images
Valid Set %
0Images
Test Set 4%
156Images

Preprocessing

Resize: Fit within 320x320

Augmentations

Outputs per training example: 3
Hue: Between -20° and +20°
Saturation: Between -40% and +40%
Brightness: Between -40% and +40%

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